{"id":"W2008890209","doi":"10.1136/thx.2005.053249","title":"Bronchiolitis obliterans following lung transplantation: early detection using computed tomographic scanning","year":2006,"lang":"en","type":"article","venue":"Thorax","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Native Health Society; Institute on Governance","funders":"British Columbia Lung Association","keywords":"Bronchiolitis obliterans; Medicine; Computed tomographic; Lung transplantation; Bronchiolitis; Lung; Transplantation; Radiology; Computed tomography; Nuclear medicine; Pathology; Surgery; Respiratory system; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434133,0.0002737086,0.0002975794,0.0006979463,0.0002380428,0.0004945509,0.0002506476,0.0003690766,0.0006280997],"category_scores_gemma":[0.00566515,0.0001881686,0.0001639322,0.0002325793,0.0004490115,0.000468212,0.0004104557,0.0004852737,0.0001731019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783875,"about_ca_system_score_gemma":0.0003186405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164901,"about_ca_topic_score_gemma":0.001702013,"domain_scores_codex":[0.99946,0.0001635188,0.00004795067,0.00005794357,0.0001786935,0.00009185346],"domain_scores_gemma":[0.9968918,0.001101973,0.001192803,0.0001392786,0.0003919695,0.0002822987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001728499,0.0000310274,0.9933845,0.00001109994,0.00000828428,0.0004593882,0.00008779922,0.00004210593,0.001628158,0.000005221054,0.00002355486,0.004145954],"study_design_scores_gemma":[0.000009778561,0.0003364157,0.9931763,0.00001208994,0.00002050762,0.004798323,0.0001302671,0.0005081353,0.0008785804,0.00002301104,0.0001010416,0.000005585894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992624,0.0002126095,0.0002915787,0.00001724553,0.000002755144,0.00001245569,0.000007517803,0.00000539397,0.0001880507],"genre_scores_gemma":[0.9993795,0.00008781489,0.0004186614,0.000008848223,0.00001112849,0.000006830032,0.00002689234,0.00000109216,0.00005925544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434133,"threshold_uncertainty_score":0.007584512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743831327268412,"score_gpt":0.3063573188821206,"score_spread":0.2889190056094365,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}